Time–Frequency Domain Deep Convolutional Neural Network for Li-Ion Battery SoC Estimation

Ki-Hyeon Kim,Koog-Hwan Oh,Hyo-Sung Ahn,Hyun-Duck Choi

IEEE TRANSACTIONS ON POWER ELECTRONICS（2024）

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关键词
Convolutional neural network (CNN),deep learning (DL),depthwise-separable convolution (DWS CNN),lithium-ion battery,state-of-charge (SoC)
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